Representation Learning and Pairwise Ranking for Implicit Feedback in
Recommendation Systems

v1v2v3v4 (latest)

Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems

29 April 2017

Mikhail Trofimov

Oleh Horodnytskyi

Charlotte Laclau

Massih-Reza Amini

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Papers citing "Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems"

18 / 18 papers shown

Title
From "Thumbs Up" to "10 out of 10": Reconsidering Scalar Feedback in Interactive Reinforcement Learning Hang Yu Reuben M. Aronson Katherine H. Allen E. Short 86 4 0 17 Nov 2023
Adaptive Latent Factor Analysis via Generalized Momentum-Incorporated Particle Swarm Optimization Jiufang Chen Ye Yuan 62 2 0 04 Aug 2022
Enriching Artificial Intelligence Explanations with Knowledge Fragments Jože M. Rožanec Elena Trajkova I. Novalija Patrik Zajec K. Kenda B. Fortuna Dunja Mladenić 75 9 0 12 Apr 2022
Generalization bounds for learning under graph-dependence: A survey Rui-Ray Zhang Massih-Reza Amini OOD 117 12 0 25 Mar 2022
Sparsity Regularization For Cold-Start Recommendation A. Shah Hemanth Venkateswara 47 2 0 26 Jan 2022
Learning Explicit User Interest Boundary for Recommendation Jianhuan Zhuo Qiannan Zhu Yinliang Yue Yuhong Zhao 57 19 0 22 Nov 2021
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 66 591 0 16 Jul 2019
Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation Flavian Vasile E. Smirnova Alexis Conneau VLM 85 264 0 25 Jul 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 286 3,684 0 24 Jun 2016
E-commerce in Your Inbox: Product Recommendations at Scale Mihajlo Grbovic Vladan Radosavljevic Nemanja Djuric Narayan L. Bhamidipati Jaikit Savla Varun Bhagwan Doug Sharp 95 309 0 23 Jun 2016
Swivel: Improving Embeddings by Noticing What's Missing Noam M. Shazeer Ryan Doherty Colin Evans C. Waterson 82 79 0 06 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.6K 150,708 0 22 Dec 2014
Collaborative Deep Learning for Recommender Systems Hao Wang Naiyan Wang Dit-Yan Yeung BDL 179 1,622 0 10 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 483 33,613 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 829 31,618 0 16 Jan 2013
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 171 5,755 0 09 May 2012
Conformant Planning via Symbolic Model Checking A. Cimatti M. Roveri 139 962 0 01 Jun 2011
An efficient reduction of ranking to classification Nir Ailon M. Mohri 170 81 0 15 Oct 2007